CN103824266B - 具有增强噪声控制滤波的迭代重建 - Google Patents
具有增强噪声控制滤波的迭代重建 Download PDFInfo
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- CN103824266B CN103824266B CN201410119261.5A CN201410119261A CN103824266B CN 103824266 B CN103824266 B CN 103824266B CN 201410119261 A CN201410119261 A CN 201410119261A CN 103824266 B CN103824266 B CN 103824266B
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- 230000007246 mechanism Effects 0.000 claims description 11
- 238000012545 processing Methods 0.000 claims description 9
- 230000000694 effects Effects 0.000 claims description 7
- 238000002603 single-photon emission computed tomography Methods 0.000 claims description 3
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Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01T—MEASUREMENT OF NUCLEAR OR X-RADIATION
- G01T1/00—Measuring X-radiation, gamma radiation, corpuscular radiation, or cosmic radiation
- G01T1/29—Measurement performed on radiation beams, e.g. position or section of the beam; Measurement of spatial distribution of radiation
- G01T1/2914—Measurement of spatial distribution of radiation
- G01T1/2985—In depth localisation, e.g. using positron emitters; Tomographic imaging (longitudinal and transverse section imaging; apparatus for radiation diagnosis sequentially in different planes, steroscopic radiation diagnosis)
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—2D [Two Dimensional] image generation
- G06T11/003—Reconstruction from projections, e.g. tomography
- G06T11/006—Inverse problem, transformation from projection-space into object-space, e.g. transform methods, back-projection, algebraic methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/70—Denoising; Smoothing
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/02—Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
- A61B6/03—Computed tomography [CT]
- A61B6/037—Emission tomography
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10072—Tomographic images
- G06T2207/10081—Computed x-ray tomography [CT]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10072—Tomographic images
- G06T2207/10104—Positron emission tomography [PET]
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10072—Tomographic images
- G06T2207/10108—Single photon emission computed tomography [SPECT]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2211/00—Image generation
- G06T2211/40—Computed tomography
- G06T2211/424—Iterative
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- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Algebra (AREA)
- Mathematical Physics (AREA)
- Spectroscopy & Molecular Physics (AREA)
- High Energy & Nuclear Physics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
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- Pure & Applied Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Image Processing (AREA)
- Apparatus For Radiation Diagnosis (AREA)
- Image Analysis (AREA)
- Nuclear Medicine (AREA)
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
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US72043105P | 2005-09-26 | 2005-09-26 | |
US60/720,431 | 2005-09-26 | ||
CNA2006800352574A CN101292269A (zh) | 2005-09-26 | 2006-08-21 | 具有增强噪声控制滤波的迭代重建 |
Related Parent Applications (1)
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CNA2006800352574A Division CN101292269A (zh) | 2005-09-26 | 2006-08-21 | 具有增强噪声控制滤波的迭代重建 |
Publications (2)
Publication Number | Publication Date |
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CN103824266A CN103824266A (zh) | 2014-05-28 |
CN103824266B true CN103824266B (zh) | 2017-06-16 |
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Family Applications (2)
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CN201410119261.5A Active CN103824266B (zh) | 2005-09-26 | 2006-08-21 | 具有增强噪声控制滤波的迭代重建 |
CNA2006800352574A Pending CN101292269A (zh) | 2005-09-26 | 2006-08-21 | 具有增强噪声控制滤波的迭代重建 |
Family Applications After (1)
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CNA2006800352574A Pending CN101292269A (zh) | 2005-09-26 | 2006-08-21 | 具有增强噪声控制滤波的迭代重建 |
Country Status (5)
Country | Link |
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US (1) | US8208599B2 (de) |
EP (2) | EP3067864B1 (de) |
JP (1) | JP5091865B2 (de) |
CN (2) | CN103824266B (de) |
WO (1) | WO2007034342A2 (de) |
Families Citing this family (30)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
BRPI0712234A2 (pt) | 2006-06-02 | 2012-01-10 | Koninkl Philips Electronics Nv | sistema de formação de imagem funcional, método de formação de imagem molecular, meio de armazenagem legìvel por computador, aparelho de interface de usuário, e, método para prover um agente de formação de imagem |
CN107095686A (zh) * | 2009-01-19 | 2017-08-29 | 皇家飞利浦电子股份有限公司 | 列表模式pet成像中的区域重建和定量评估 |
DE102010022306A1 (de) * | 2010-06-01 | 2011-12-01 | Siemens Aktiengesellschaft | Iterative CT-Bildrekonstruktion in Kombination mit einem vierdimensionalen Rauschfilter |
CN101895676B (zh) * | 2010-07-07 | 2015-12-09 | 上海富瀚微电子股份有限公司 | 一种适用于bm3d实时处理的集合方法 |
CA2822661A1 (en) | 2010-12-24 | 2012-06-28 | The Australian National University | Reconstruction of dynamic multi-dimensional image data |
CN103299345B (zh) * | 2011-01-10 | 2016-10-19 | 皇家飞利浦电子股份有限公司 | 双能量断层摄影成像系统 |
AU2012207195B2 (en) * | 2011-01-21 | 2016-09-15 | Mercury Systems, Inc. | Optimized implementation of back projection for computed tomography (CT) |
RU2582475C2 (ru) * | 2011-03-15 | 2016-04-27 | Конинклейке Филипс Н.В. | Основанное на правдоподобии шумоподавление области проекции спектральных данных |
WO2013002800A1 (en) | 2011-06-30 | 2013-01-03 | Analogic Corporation | Vibration damping for apparatus comprising rotating gantry |
WO2013002805A1 (en) * | 2011-06-30 | 2013-01-03 | Analogic Corporation | Iterative image reconstruction |
US8731269B2 (en) * | 2011-10-19 | 2014-05-20 | Kabushiki Kaisha Toshiba | Method and system for substantially reducing artifacts in circular cone beam computer tomography (CT) |
CN103959329B (zh) | 2011-11-23 | 2017-10-24 | 皇家飞利浦有限公司 | 图像域去噪 |
US8837797B2 (en) * | 2012-01-10 | 2014-09-16 | Kabushiki Kaisha Toshiba | Spatial resolution improvement in computer tomography (CT) using iterative reconstruction |
JP6423857B2 (ja) | 2013-04-10 | 2018-11-14 | コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. | 画質インデックス及び/又はそれに基づく画像化パラメータ推奨 |
EP2984630A1 (de) * | 2013-04-10 | 2016-02-17 | Koninklijke Philips N.V. | Ansicht von rekonstruierten bilddaten |
WO2015125086A1 (en) * | 2014-02-18 | 2015-08-27 | Koninklijke Philips N.V. | In-reconstruction filtering for positron emission tomography(pet) list mode iterative reconstruction |
CN106133792B (zh) * | 2014-03-26 | 2021-01-26 | 皇家飞利浦有限公司 | 图像生成装置 |
GB2536650A (en) | 2015-03-24 | 2016-09-28 | Augmedics Ltd | Method and system for combining video-based and optic-based augmented reality in a near eye display |
US10417795B2 (en) * | 2015-04-08 | 2019-09-17 | Canon Medical Systems Corporation | Iterative reconstruction with system optics modeling using filters |
US11200711B2 (en) * | 2015-11-17 | 2021-12-14 | Koninklijke Philips N.V. | Smart filtering for PET imaging including automatic selection of filter parameters based on patient, imaging device, and/or medical context information |
EP3457360B1 (de) * | 2017-09-13 | 2019-10-30 | Siemens Healthcare GmbH | Reduzierung von bewegungsartefakten in computertomographischen bilddaten |
CN109491972B (zh) * | 2018-02-28 | 2021-12-10 | 浙江久道信息科技有限公司 | 一种基于图像的计算机日志记录快速恢复系统及方法 |
US11980507B2 (en) | 2018-05-02 | 2024-05-14 | Augmedics Ltd. | Registration of a fiducial marker for an augmented reality system |
US11766296B2 (en) | 2018-11-26 | 2023-09-26 | Augmedics Ltd. | Tracking system for image-guided surgery |
CN109602436A (zh) * | 2018-12-06 | 2019-04-12 | 宁波耀通管阀科技有限公司 | 扫描架旋转驱动系统 |
US11980506B2 (en) | 2019-07-29 | 2024-05-14 | Augmedics Ltd. | Fiducial marker |
WO2021041772A1 (en) * | 2019-08-30 | 2021-03-04 | The Research Foundation For The State University Of New York | Dilated convolutional neural network system and method for positron emission tomography (pet) image denoising |
US11604152B2 (en) * | 2019-10-09 | 2023-03-14 | Baker Hughes Oilfield Operations Llc | Fast industrial computed tomography for large objects |
US11382712B2 (en) | 2019-12-22 | 2022-07-12 | Augmedics Ltd. | Mirroring in image guided surgery |
US11896445B2 (en) | 2021-07-07 | 2024-02-13 | Augmedics Ltd. | Iliac pin and adapter |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6507633B1 (en) * | 2001-02-15 | 2003-01-14 | The Regents Of The University Of Michigan | Method for statistically reconstructing a polyenergetic X-ray computed tomography image and image reconstructor apparatus utilizing the method |
CN1640361A (zh) * | 2005-01-06 | 2005-07-20 | 东南大学 | 多相水平集的正电子断层扫描重建方法 |
US7085405B1 (en) * | 1997-04-17 | 2006-08-01 | Ge Medical Systems Israel, Ltd. | Direct tomographic reconstruction |
Family Cites Families (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6310968B1 (en) * | 1998-11-24 | 2001-10-30 | Picker International, Inc. | Source-assisted attenuation correction for emission computed tomography |
JP3707347B2 (ja) * | 2000-04-07 | 2005-10-19 | 株式会社島津製作所 | X線ct装置の画像処理方法及びx線ct装置並びにx線ct撮影用記録媒体 |
US6754298B2 (en) * | 2002-02-20 | 2004-06-22 | The Regents Of The University Of Michigan | Method for statistically reconstructing images from a plurality of transmission measurements having energy diversity and image reconstructor apparatus utilizing the method |
US7042974B2 (en) * | 2004-05-20 | 2006-05-09 | Eastman Kodak Company | Method for reconstructing tomographic images |
US7386088B2 (en) * | 2004-09-24 | 2008-06-10 | General Electric Company | Method and system for iterative image reconstruction |
US7676074B2 (en) * | 2005-09-12 | 2010-03-09 | Purdue Research Foundation | Systems and methods for filtering data in a medical imaging system |
DE102009014726A1 (de) * | 2009-03-25 | 2010-10-07 | Siemens Aktiengesellschaft | Verfahren und Bildrekonstruktionseinrichtung zur Rekonstruktion von Bilddaten |
US8189735B2 (en) * | 2010-07-22 | 2012-05-29 | General Electric Company | System and method for reconstruction of X-ray images |
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2006
- 2006-08-21 US US12/067,185 patent/US8208599B2/en active Active
- 2006-08-21 JP JP2008531823A patent/JP5091865B2/ja active Active
- 2006-08-21 EP EP16157354.8A patent/EP3067864B1/de active Active
- 2006-08-21 CN CN201410119261.5A patent/CN103824266B/zh active Active
- 2006-08-21 WO PCT/IB2006/052881 patent/WO2007034342A2/en active Application Filing
- 2006-08-21 EP EP06795714.2A patent/EP1934942B1/de not_active Not-in-force
- 2006-08-21 CN CNA2006800352574A patent/CN101292269A/zh active Pending
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7085405B1 (en) * | 1997-04-17 | 2006-08-01 | Ge Medical Systems Israel, Ltd. | Direct tomographic reconstruction |
US6507633B1 (en) * | 2001-02-15 | 2003-01-14 | The Regents Of The University Of Michigan | Method for statistically reconstructing a polyenergetic X-ray computed tomography image and image reconstructor apparatus utilizing the method |
CN1640361A (zh) * | 2005-01-06 | 2005-07-20 | 东南大学 | 多相水平集的正电子断层扫描重建方法 |
Non-Patent Citations (3)
Title |
---|
ed OSEM algorithm for PET reconstruction using wavelet processing.《Computer Methods and Programs in Biomedicine》.2005,第80卷(第3期),第236-245页. * |
Nam-Yong Lee,Yong Choi..A modifi * |
The Design and Implementation of COSEM, an Iterative Algorithm for Fully 3-D Listmode Data;Ron Levkovitz et al.;《IEEE TRANSACTIONS ON MEDICAL IMAGING》;20010731;第20卷(第7期);第633-642页 * |
Also Published As
Publication number | Publication date |
---|---|
WO2007034342A2 (en) | 2007-03-29 |
CN101292269A (zh) | 2008-10-22 |
EP1934942B1 (de) | 2016-05-04 |
WO2007034342A3 (en) | 2007-07-05 |
CN103824266A (zh) | 2014-05-28 |
EP3067864A1 (de) | 2016-09-14 |
JP2009510400A (ja) | 2009-03-12 |
US8208599B2 (en) | 2012-06-26 |
US20090232375A1 (en) | 2009-09-17 |
EP3067864B1 (de) | 2019-05-22 |
JP5091865B2 (ja) | 2012-12-05 |
EP1934942A2 (de) | 2008-06-25 |
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